Package: getspanel 0.2.2

getspanel: General-to-Specific Modelling of Panel Data

Uses several types of indicator saturation and automated General-to-Specific (GETS) modelling from the 'gets' package and applies it to panel data. This allows the detection of structural breaks in panel data, operationalising a reverse causal approach of causal inference, see Pretis and Schwarz (2022) <doi:10.2139/ssrn.4022745>.

Authors:Felix Pretis [aut], Moritz Schwarz [aut, cre]

getspanel_0.2.2.tar.gz
getspanel_0.2.2.zip(r-4.7-any)getspanel_0.2.2.zip(r-4.6-any)getspanel_0.2.2.zip(r-4.5-any)
getspanel_0.2.2.tgz(r-4.6-any)getspanel_0.2.2.tgz(r-4.5-any)
getspanel_0.2.2.tar.gz(r-4.7-any)getspanel_0.2.2.tar.gz(r-4.6-any)
getspanel_0.2.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
getspanel/json (API)

# Install 'getspanel' in R:

install.packages('getspanel', repos = c('https://moritzpschwarz.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/moritzpschwarz/getspanel/issues

Pkgdown/docs site:https://www.moritzschwarz.org

Datasets:

EU_emissions_road - CO2 Data for EU Road Emissions
EUCO2residential - CO2 Data for the EU Residential Sector
pandata_simulated - Simulated Panel Data

On CRAN:

econometrics gets

5.64 score 15 stars 29 scripts 437 downloads 9 exports 31 dependencies

Last updated from:772c848732. Checks:9 OK. Indexed: yes.

Target	Result	Time
linux-devel	OK	348
source / vignettes	OK	269
linux-release	OK	265
macos-release	OK	426
macos-oldrel	OK	465
windows-devel	OK	362
windows-release	OK	359
windows-oldrel	OK	343
wasm-release	OK	118

Exports:break_uncertainty felmFun get_indicators isatpanel plot_counterfactual plot_grid plot_residuals robust_isatpanel Within_plm

Dependencies:cli cpp11 data.table farver fastDummies gets ggplot2 glue gtable isoband labeling lattice lifecycle magrittr Matrix mvtnorm pillar pkgconfig R6 RColorBrewer rlang S7 scales stringi stringr tibble utf8 vctrs viridisLite withr zoo

getspanel: Getting Started

Rendered fromintroduction.Rmdusingknitr::rmarkdown

Last update: 2023-10-17
Started: 2020-12-07

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Estimate Breakdate Uncertainty	break_uncertainty
Internal function to check vectors that subset the indicator selection using the time dimension	check.time.subset.vectors
CO2 Data for EU Road Emissions	EU_emissions_road
CO2 Data for the EU Residential Sector	EUCO2residential
Internal lfe/felm Estimation Method	felmFun
Internal fixest/feols Estimation Method	fixestFun
Extract the retained indicators from an 'isatpanel' object	get_indicators
Internal function to identify the timing of selected indicators	identify_indicator_timings
Indicator Saturation for Panel Data	isatpanel
Log-Likelihood Function for a plm object	logLik.plm
Simulated Panel Data	pandata_simulated
plm Function to estimate isatpanel	plmFun
Plot the Counterfactual Path	plot_counterfactual
Plotting an isatpanel object	plot_grid
Plot Residuals from 'isatpanel' against OLS	plot_residuals
Plotting an isatpanel object	plot.isatpanel
Printing isatpanel results	print.isatpanel
Get robust Standard Errors for the isatpanel result	robust_isatpanel
Use the within transformation from the plm package	Within_plm